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Source channel @githubtrending · Post #15141 · Sep 13

#python#large_language_models#machine_learning_systems#natural_language_processing Flash Linear Attention (FLA) is a fast, memory-efficient library for advanced linear attention models used in transformers, written in PyTorch and Triton, and compatible with NVIDIA, AMD, and Intel GPUs. It offers many state-of-the-art linear attention models and fused modules that speed up training and reduce memory use. You can easily replace standard attention layers in your models with FLA’s efficient versions, improving training and inference speed, especially for long sequences. FLA supports hybrid models mixing linear and standard attention, and integrates with Hugging Face Transformers for easy use and evaluation. This helps you train and run large language models faster and with less memory, making your AI projects more efficient and scalable. https://github.com/fla-org/flash-linear-attention

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以太坊区块链新闻| ETH 以太币圈热瓜

@ethereumglobalnews · Post #1290 · 11/05/2025, 02:58 AM

🤣#Balancer被 #Hack 逾 $1 億美元,疑為經驗豐富的駭客所為 #Ethereum#DeFi 鏈上分析顯示,攻擊者透過 100 ETH + Tornado Cash 為帳戶注資,未出現明顯的 OPSEC 漏洞。由於近期無類似規模的 Tornado 存入,推測該駭客可能動用了 過往攻擊所得資金。 💡#Insight 此事件凸顯 ETH 生態中 Tornado Cash 的持續風險,也顯示 DeFi 攻擊正進入「專業化長期策劃」階段。 ——— 👍@Web3NewsInsight 🥲 🥲Follow for more Web3 News 🤣

SpotOnChain | Announcement

@spotonchain · Post #1324 · 11/03/2025, 10:14 AM

🚨 BREAKING: $117M in assets stolen from @Balancer in the last 2 hours after a major hack!!! 🔹 Assets stolen are across multiple chains: #Ethereum, #Base, #Optimism, #Sonic, #Polygon, #Berachain – mainly in Liquid Staking Tokens (LSTs) of $ETH. Top 5 stolen assets: • 7,838 $WETH (~$29.1M) • 6,841 $OSETH (~$26.8M) • 4,459 $WSTETH (~$20.1M) • 2,405 $SFRXETH (~$10M) • 2,038 $RSETH (~$8.67M) 🔹 The hacker is acting quickly: Converting LSTs into $ETH in real-time! 🔹 Big move: Whale account 0x009, dormant for 3 YEARS, just resurfaced after the exploit and withdrew $7.38M worth of assets from #Balancer! ⚠️ ALERT: If you’re still on #Balancer, secure your funds NOW before it’s too late! 🔐 Follow @spotonchain for more updates about the hack! https://x.com/spotonchain/status/1985289043383300351